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A Linked Data Dataset for
Madrid Transport Authority’s
Datasets
XI Congreso de Ingeniería del Transporte (CIT 2014)
Santander, 11/06/2014
Oscar Corcho, Luis Criado, Javier Chamorro
ocorcho@fi.upm.es, {luis.criado,javier.chamorro}@crtm.es
@ocorcho
https://www.slideshare.com/ocorcho
11/06/2014
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
• Many potential (re)uses of open transport data
• Provide travel information to persons
• Allow better multimodal route planning
• Facilitate public transport management
• …
• Accessibility
• Which metro accesses are accessible for wheelchair
users?
• In which bus stops is it safer and more convenient for a
wheelchair user to wait.
• Is there any accessible parking space nearby a bus
stop?
• etc.
Motivation: open data for what?
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
Legal framework and open data initiatives. Europe and Spain
• Open Access Initiative (2001)
• Información científica en la red; > 510 organizaciones
• Convención de Aarhus (1998)
• Derecho de participación y acceso; 41 países y la UE
• Directiva PSI
• Reutilización de la PSI (2003/98/EC)
• Convención sobre el acceso a documentos oficiales (2009)
• Firmada por 12 países
• Bélgica, Finlanda, Noruega, Suecia, Hungría, Estonia, Lituania, Eslovenia, Georgia,
Montenegro, Serbia y Macedonia
• Ley 37/2007. Reutilización de la PSI
• Ley 11/2007. Acceso de los ciudadanos a los servicios públicos, y Derecho a la
calidad de los servicios
• RD 4/2010 Esquema Nacional de Interoperabilidad
• Estándares abiertos
• Principio de neutralidad tecnológica
• Software de fuentes abiertas
• RD 1495/2011 Desarrolla la Ley 37/2007
• Norma Técnica de Interoperabilidad (19/02/2013, BOE 4/3/2013)
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets Adapted from Antonio Rodríguez Pascual (IGN)
Is there any open
transport data already?
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
We are surrounded by them
Open data and how it is published
• 1) In notice boards
• For those who have a lot of free time
• Or those who are there at the right moment in time
Adapted from Antonio Rodríguez Pascual (IGN)
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
Open data and how it is published
• 2) In Web pages and mobile apps
• For people
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets Adapted from Antonio Rodríguez Pascual (IGN)
Open data and how it is published
• 2) In Web pages and mobile apps
• For people
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets Adapted from Antonio Rodríguez Pascual (IGN)
Open data and how it is published
• 3) As Web files
• So that they can be loaded by humans in their
information systems (XML, HTML, CSV, etc.)
• Hopefully it is not a scanned PDF
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets Adapted from Antonio Rodríguez Pascual (IGN)
Open data and how it is published
• 4) Via Web services
• For humans and machines
• It allows generating added-value services
• And can be integrated in the application business
logic
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets Adapted from Antonio Rodríguez Pascual (IGN)
Is there any open
transport data already?
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
We are surrounded by them, however…
THEY ARE NOT EASY TO REUSE YET
We may need to go into 4 and 5 star Linked Data
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
And better if they are all mixed together
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
How? Using Linked Data techniques
What can we do with such Linked Open Transport Data?
• Calculate accessible routes
• Combined with geographical data (IGN)
• Which stop should I use if I have mobility problems?
• Commercial routes by bus
• Combined with Madrid’s shop census (from Ayto. Madrid)
• Geomarketing decisions for enterpreneurs
• Where should I open my shop? Based on the combination of
the number of travellers per stop, demographic data, data
about other businesses and shops around, etc.
• Personalised offers to travellers
• With real-time data and data about consumption patterns
(e.g., credit card transactions)
• …
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
Some people have started working on it
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
Transforming CRTM data
RDF data
Static
Data
<Stop>
<IdStop>28</IdStop><PMV>61247</PMV>
<Name>P CASTELLANA-JUZGADOS</Name>
<PostalAdress>P de la Castellana, 187</PostalAdress>
<CoordinateX>-3.68972639781606</CoordinateX>
<CoordinateY>40.4650604583015</CoordinateY>
</Stop>
users applications
Bus, Metro, …, Train Stops
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
Work in progress!!
Methodology for Linked Data Generation
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
Villazón-Terrazas, B., Vilches-Blázquez, L.M., Corcho,
O., & Gómez-Pérez, A. (2011) Methodological guidelines
for publishing government linked data. In Wood, D. (ed)
Linking Government Data (pp. 27-49). Springer-Verlag.
1. Prepare Stakeholders
2. Select a dataset
3. Model the data.
4. Specify an appropriate open data license
5. Create good URIs for Linked Data
6. Use standard vocabularies
7. Convert data to a Linked Data
representation.
8. Provide machine access to data
9. Announce the new data sets on an
authoritative domain
10. Recognize the social contract
Hyland, B., Atemezing G, & Villazón-Terrazas B (2014)
Best Practices for Publishing Linked Data. W3C
Working Group Note. http://www.w3.org/TR/ld-bp/
1. Prepare Stakeholders
2. Select a dataset
3. Model the data.
4. Specify an appropriate open data license
5. Create good URIs for Linked Data
6. Use standard vocabularies
7. Convert data to a Linked Data
representation.
8. Provide machine access to data
9. Announce the new data sets on an
authoritative domain
10. Recognize the social contract
Some sample URIs
• http://crtm.linkeddata.es/recurso/urbanismo-
infraestructuras/transporte/MetroLigero/Linea/1
• curl -L -H "Accept:text/html"
http://crtm.linkeddata.es/recurso/urbanismo-
infraestructuras/transporte/MetroLigero/Linea/1
• curl -L -H "Accept:application/rdf+xml"
http://crtm.linkeddata.es/recurso/urbanismo-
infraestructuras/transporte/MetroLigero/Linea/1
• curl -L -H "Accept:text/turtle"
http://crtm.linkeddata.es/recurso/urbanismo-
infraestructuras/transporte/MetroLigero/Linea/1
• http://crtm.linkeddata.es/recurso/urbanismo-
infraestructuras/transporte/Cercanias/Linea/C-2
• http://crtm.linkeddata.es/recurso/urbanismo-
infraestructuras/transporte/BusInterurbano/Linea/180
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
Some examples of static and dynamic datasets
• SPARQL and SPARQL-Stream endpoints
• http://crtm.linkeddata.es/sparql (static data)
• http://streams.linkeddata.es/ (real time data)
• A couple of simple questions:
• Give me all the stop points (query)
select distinct ?x where
{?x a <http://transport.data.gov.uk/def/naptan/StopPoint>}
• Give me all the stop points that belong to Metro Ligero line 1
(query)
prefix estrn:
<http://vocab.linkeddata.es/datosabiertos/def/urbanismo-
infraestructuras/transporte#>
select distinct ?x where
{?y a estrn:LineaMetroLigero .
?y estrn:parada ?x .
?x a <http://transport.data.gov.uk/def/naptan/StopPoint> .
FILTER(?y=<http://crtm.linkeddata.es/recurso/urbanismo-
infraestructuras/transporte/MetroLigero/Linea/1>)}
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
Some sample visualisations
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
http://girtab.dia.fi.upm.es:8180/crtm/
A Linked Data Dataset for
Madrid Transport Authority’s
Datasets
XI Congreso de Ingeniería del Transporte (CIT 2014)
Santander, 11/06/2014
Oscar Corcho, Luis Criado, Javier Chamorro
ocorcho@fi.upm.es, {luis.criado,javier.chamorro}@crtm.es
@ocorcho
https://www.slideshare.com/ocorcho
11/06/2014
Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets

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A Linked Data Dataset for Madrid Transport Authority's Datasets

  • 1. A Linked Data Dataset for Madrid Transport Authority’s Datasets XI Congreso de Ingeniería del Transporte (CIT 2014) Santander, 11/06/2014 Oscar Corcho, Luis Criado, Javier Chamorro ocorcho@fi.upm.es, {luis.criado,javier.chamorro}@crtm.es @ocorcho https://www.slideshare.com/ocorcho 11/06/2014 Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
  • 2. • Many potential (re)uses of open transport data • Provide travel information to persons • Allow better multimodal route planning • Facilitate public transport management • … • Accessibility • Which metro accesses are accessible for wheelchair users? • In which bus stops is it safer and more convenient for a wheelchair user to wait. • Is there any accessible parking space nearby a bus stop? • etc. Motivation: open data for what? Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
  • 3. Legal framework and open data initiatives. Europe and Spain • Open Access Initiative (2001) • Información científica en la red; > 510 organizaciones • Convención de Aarhus (1998) • Derecho de participación y acceso; 41 países y la UE • Directiva PSI • Reutilización de la PSI (2003/98/EC) • Convención sobre el acceso a documentos oficiales (2009) • Firmada por 12 países • Bélgica, Finlanda, Noruega, Suecia, Hungría, Estonia, Lituania, Eslovenia, Georgia, Montenegro, Serbia y Macedonia • Ley 37/2007. Reutilización de la PSI • Ley 11/2007. Acceso de los ciudadanos a los servicios públicos, y Derecho a la calidad de los servicios • RD 4/2010 Esquema Nacional de Interoperabilidad • Estándares abiertos • Principio de neutralidad tecnológica • Software de fuentes abiertas • RD 1495/2011 Desarrolla la Ley 37/2007 • Norma Técnica de Interoperabilidad (19/02/2013, BOE 4/3/2013) Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets Adapted from Antonio Rodríguez Pascual (IGN)
  • 4. Is there any open transport data already? Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets We are surrounded by them
  • 5. Open data and how it is published • 1) In notice boards • For those who have a lot of free time • Or those who are there at the right moment in time Adapted from Antonio Rodríguez Pascual (IGN) Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
  • 6. Open data and how it is published • 2) In Web pages and mobile apps • For people Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets Adapted from Antonio Rodríguez Pascual (IGN)
  • 7. Open data and how it is published • 2) In Web pages and mobile apps • For people Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets Adapted from Antonio Rodríguez Pascual (IGN)
  • 8. Open data and how it is published • 3) As Web files • So that they can be loaded by humans in their information systems (XML, HTML, CSV, etc.) • Hopefully it is not a scanned PDF Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets Adapted from Antonio Rodríguez Pascual (IGN)
  • 9. Open data and how it is published • 4) Via Web services • For humans and machines • It allows generating added-value services • And can be integrated in the application business logic Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets Adapted from Antonio Rodríguez Pascual (IGN)
  • 10. Is there any open transport data already? Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets We are surrounded by them, however… THEY ARE NOT EASY TO REUSE YET
  • 11. We may need to go into 4 and 5 star Linked Data Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
  • 12. And better if they are all mixed together Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets How? Using Linked Data techniques
  • 13. What can we do with such Linked Open Transport Data? • Calculate accessible routes • Combined with geographical data (IGN) • Which stop should I use if I have mobility problems? • Commercial routes by bus • Combined with Madrid’s shop census (from Ayto. Madrid) • Geomarketing decisions for enterpreneurs • Where should I open my shop? Based on the combination of the number of travellers per stop, demographic data, data about other businesses and shops around, etc. • Personalised offers to travellers • With real-time data and data about consumption patterns (e.g., credit card transactions) • … Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
  • 14. Some people have started working on it Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
  • 15. Transforming CRTM data RDF data Static Data <Stop> <IdStop>28</IdStop><PMV>61247</PMV> <Name>P CASTELLANA-JUZGADOS</Name> <PostalAdress>P de la Castellana, 187</PostalAdress> <CoordinateX>-3.68972639781606</CoordinateX> <CoordinateY>40.4650604583015</CoordinateY> </Stop> users applications Bus, Metro, …, Train Stops Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets Work in progress!!
  • 16. Methodology for Linked Data Generation Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets Villazón-Terrazas, B., Vilches-Blázquez, L.M., Corcho, O., & Gómez-Pérez, A. (2011) Methodological guidelines for publishing government linked data. In Wood, D. (ed) Linking Government Data (pp. 27-49). Springer-Verlag. 1. Prepare Stakeholders 2. Select a dataset 3. Model the data. 4. Specify an appropriate open data license 5. Create good URIs for Linked Data 6. Use standard vocabularies 7. Convert data to a Linked Data representation. 8. Provide machine access to data 9. Announce the new data sets on an authoritative domain 10. Recognize the social contract Hyland, B., Atemezing G, & Villazón-Terrazas B (2014) Best Practices for Publishing Linked Data. W3C Working Group Note. http://www.w3.org/TR/ld-bp/ 1. Prepare Stakeholders 2. Select a dataset 3. Model the data. 4. Specify an appropriate open data license 5. Create good URIs for Linked Data 6. Use standard vocabularies 7. Convert data to a Linked Data representation. 8. Provide machine access to data 9. Announce the new data sets on an authoritative domain 10. Recognize the social contract
  • 17. Some sample URIs • http://crtm.linkeddata.es/recurso/urbanismo- infraestructuras/transporte/MetroLigero/Linea/1 • curl -L -H "Accept:text/html" http://crtm.linkeddata.es/recurso/urbanismo- infraestructuras/transporte/MetroLigero/Linea/1 • curl -L -H "Accept:application/rdf+xml" http://crtm.linkeddata.es/recurso/urbanismo- infraestructuras/transporte/MetroLigero/Linea/1 • curl -L -H "Accept:text/turtle" http://crtm.linkeddata.es/recurso/urbanismo- infraestructuras/transporte/MetroLigero/Linea/1 • http://crtm.linkeddata.es/recurso/urbanismo- infraestructuras/transporte/Cercanias/Linea/C-2 • http://crtm.linkeddata.es/recurso/urbanismo- infraestructuras/transporte/BusInterurbano/Linea/180 Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
  • 18. Some examples of static and dynamic datasets • SPARQL and SPARQL-Stream endpoints • http://crtm.linkeddata.es/sparql (static data) • http://streams.linkeddata.es/ (real time data) • A couple of simple questions: • Give me all the stop points (query) select distinct ?x where {?x a <http://transport.data.gov.uk/def/naptan/StopPoint>} • Give me all the stop points that belong to Metro Ligero line 1 (query) prefix estrn: <http://vocab.linkeddata.es/datosabiertos/def/urbanismo- infraestructuras/transporte#> select distinct ?x where {?y a estrn:LineaMetroLigero . ?y estrn:parada ?x . ?x a <http://transport.data.gov.uk/def/naptan/StopPoint> . FILTER(?y=<http://crtm.linkeddata.es/recurso/urbanismo- infraestructuras/transporte/MetroLigero/Linea/1>)} Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets
  • 19. Some sample visualisations Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets http://girtab.dia.fi.upm.es:8180/crtm/
  • 20. A Linked Data Dataset for Madrid Transport Authority’s Datasets XI Congreso de Ingeniería del Transporte (CIT 2014) Santander, 11/06/2014 Oscar Corcho, Luis Criado, Javier Chamorro ocorcho@fi.upm.es, {luis.criado,javier.chamorro}@crtm.es @ocorcho https://www.slideshare.com/ocorcho 11/06/2014 Corcho, Criado, Chamorro - A Linked Data Dataset for Madrid Transport Authority’s Datasets

Hinweis der Redaktion

  1. http://www.gtfs-data-exchange.com/agency/madrid/
  2. http://opendatahandbook.org/en/what-is-open-data/